We study living systems using the fundamental laws of physics and machine learning.
Stanford, CA
Joined August 2018
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Living Matter Lab retweeted
If you are wondering if you can use emoji-like symbols in the title of a scientific paper, the answer is 👍
Find more about second-invariant models in hyperelasticity in this cool collab with @ln2cool
sciencedirect.com/science/ar…
Living Matter Lab retweeted
If you want to learn more about this work, make sure to tune in to the next e-#seminar that @ln2cool and I will give on this work on May 15th:
events.3ds.com/new-abaqus-un…
#constitutivemodeling #finiteelementmethod #softmatter #materialmodeling #tissuemechanics #SIMULIAChampion
Living Matter Lab retweeted
Do you have a 🫀 for #machinelearning and #biomechanics?
Then check out our latest preprint in which we discover the most optimal #constitutive #model for #human #cardiac #tissue 👇
biorxiv.org/content/10.1101/…
Living Matter Lab retweeted
📣Our NEW preprint combines
#data (tissue testing)
#machinelearning (CANNs)
and #physics (thermodynamics + FEA)
to autonomously discover optimal one-, two- and multi-term #anisotropic #nonlinear material models and compute #arterial #tissue #biomechanics
👉doi.org/10.1101/2023.12.06.5…
Living Matter Lab retweeted
Exciting collaboration alert! Nina Reiter & Jan Hinrichsen from the @Brainiacs_Lab team are at Stanford's Living Matter Lab, led by Prof. @ln2cool. They're delving into automated model discovery approaches, applying them to human brain data.🧠#Brainiacs #Collaboration 🌐
Living Matter Lab retweeted
Extremely proud to share my latest work with Bartek, @MPeirlinck, and @ln2cool: Sex-specific cardiovascular risk factors in the @uk_biobank. This project took off during Bartek and I's Deep Learning class with @AndrewYNg.
doi.org/10.1101/2023.10.26.2…
ALT Left panel a: upside-down triangle with the top level reading 500,00+ and the caption "participants 40+ years old from the UK biobank." Bottom level reads 20,542 and the caption lists heart mri, carotid ultrasound, ecg, pulse wave analysis, framinghmam features. Right panel b: a 3 by 4 grid with the rows reading both sexes, female sex, male sex and the columns reading any disease, hypertensive, ischemic, and conduction.
Living Matter Lab retweeted
Experimentally testing tissue, learning the optimal #constitutive #model, and implementing it in your #FEA models IN ONE AUTOMATED PIPELINE? We got you!
Check out our latest preprint "On #automated #model #discovery and a universal #material #subroutine": biorxiv.org/content/10.1101/…
Do you struggle with selecting the best material model for your FE analysis? Don't worry! Our new collab with ABAQUS @3DS_SIMULIA @Dassault3DS will take care of it:
On automated model discovery and a universal material subroutine biorxiv.org/content/10.1101/…
Living Matter Lab retweeted
Ever wondered what happens to your heart when you exercise? Does exercise affect men and women differently? With the @WuTsaiAlliance, @ln2cool @MPeirlinck and I started to unravel these questions in our recently published review paper @FrontPhysiol
frontiersin.org/articles/10.… (1/5)
ALT On the left, Mitchell's Classifications for sports based on static and dynamic components. On the right, a new paradigm of cardiac remodeling where exercise intensity and duration are the two main factors to increased remodeling.
Living Matter Lab retweeted
I really love the sense of wonder I get when I look at physics problems. When I look at an electron microscope image, I’m still amazed that we can visualize atoms. I don’t think that wonder is ever going to leave me. —Wendy Gu, Assistant Professor, ME stanford.io/3pVydkn
Living Matter Lab retweeted
We are excited to present our #openaccess #review paper on #precisionmedicine in #human #heart #modeling.
🧵A thread. 1/n
doi.org/10.1007/s10237-021-0…
Living Matter Lab retweeted
Crucial decision from Stanford leadership: news.stanford.edu/today/2021….
In fall 2020, many universities saw high COVID cases during first 2-3 weeks which was quickly lowered through strong test-trace-isolate policies. But US-wide situation is much worse now! More data in our paper👇
Hannah, Cortney, Joe, @DhirajIndana and Kevin have predicted a spike in cases upon campus reopening after the winter break... but 45 cases in just one week when classes haven't even started? #SuperSpreader #COVID19
medrxiv.org/content/10.1101/…
Living Matter Lab retweeted
I can now report that Mathias gave a spectacular presentation! Summarizing a vast amount of leading edge science in a very concise and understandable way, followed by his own new work that shows they can now go from ion channel conduction to blood flow! Truly a milestone moment.
Living Matter Lab retweeted
New research by Dr Ellen Kuhl, @ln2cool from @StanfordEng, shows how travel bans have contained #COVID19 spread in the EU.
The study could play a big part in exit strategies and lifting air travel restrictions
bddy.me/3bazuMM
@ESBiomech
Living Matter Lab retweeted
In Ellen Kuhl's lab, research is focused on the mechanical forces that may underlie the brain's development. A better understanding of these forces could reveal mysteries in how the brain folds and functions.
Living Matter Lab retweeted
Excited to be at the NIH for the workshop on Integrating Machine Learning with Multiscale Modeling #MLMSM @NIBIBgov @ln2cool @SuvranuDe
Living Matter Lab retweeted
Cerebral atrophy following TBI follows predictable patterns that may help predict injury outcomes and inform treatment decisions @ln2cool @LivingMatterLab @StanfordBioE @StanfordEng @BMESociety @SpringerNature
Special issue on brain trauma modeling
link.springer.com/article/10…
Living Matter Lab retweeted
Dassault Systèmes and the FDA announce a five-year extension of their collaborative research agreement aims to spur medical device innovation by enabling innovative, new product designs 3ds.com/press-releases/singl… #simulia #insilico #fda #engineering
Living Matter Lab retweeted
Can we use #machine #learning to characterize #heart #failure across the scales? Yes we can!
Check it out here: link.springer.com/article/10…
Great collab with @fcosahli @KevSacky @juliusguccione1 @ln2cool @LivingMatterLab
Living Matter Lab retweeted
Great inspirational Keynote by Charley Taylor @HeartFlow at @NIBIBgov Multiscale Modeling Consortium Meeting imagwiki.nibib.nih.gov/
